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GRUMPY-TUCKER/README.md

👋 Hello, I'm Rupam Sadhukhan

👋 Hello everyone, I’m Rupam Sadhukhan — a passionate technologist and problem solver with expertise in Machine Learning, Data Analytics, and Full Stack Development.

📊 AI & Data Science Enthusiast

I’ve honed my skills through advanced training at Amazon Machine Learning Summer School, where I built and deployed scalable ML pipelines for fraud detection and forecasting. I’m deeply interested in how AI can drive real-world impact across industries.

💻 Developer at Heart

I’ve designed and built several impactful applications including:

  • A food delivery platform
  • An AI-powered phishing detection system
  • Real-time safety apps that ranked in the top 2.4% nationally at Smart India Hackathon 2024

My work focuses on scalable backend systems, intuitive frontends, and data-driven decision making.

🚀 Project Coordination & Leadership

As a Training & Placement Coordinator at my college, I’ve led placement initiatives, collaborated with industry partners, and organized multiple successful drives — strengthening my ability to blend technology with teamwork and communication.


🎓 Education & Roles

  • B.Tech CSE Student @ Jalpaiguri Government Engineering College
  • 🏆 SIH 2024 Finalist | 👨‍💻 Full-Stack & AI-ML Enthusiast

🔗 Connect

Portfolio | 📬 rsadhukhan859@gmail.com / grumpytucker03@gmail.com | 📱 +91-8335974336


💼 Experience


🧠 Amazon Machine Learning Summer School Trainee (Top 2.5%)

📍 Bengaluru, India | 🗓️ August 2025 – September 2025
🎯 Machine Learning • Data Science • Python • Spark

  • 🚀 Constructed 10+ supervised ML models for classification and regression using Python and Spark, achieving 92% accuracy and reducing error rates by 18%.
  • 🤖 Deployed ML solutions for fraud detection and demand forecasting, improving decision-making efficiency by 25% and optimizing data processing time by 30%.

💻 Deloitte — Software Development Training

📍 Kolkata, India | 🗓️ April 2025 – July 2025
🛠️ Java • C • RESTful APIs • Tableau

  • ⚙️ Engineered enterprise-grade applications using Java and C, integrating RESTful APIs and refactoring backend microservices to enhance scalability and response times by 30%.
  • 📊 Designed interactive Tableau dashboards for 20+ executives, automating KPI tracking and improving decision-making speed by 25%, with a 15% boost in churn-prediction accuracy.

🧩 Pinnacle Labs Pvt. Ltd. — Software Development Intern

📍 Kolkata, India | 🗓️ April 2025 – July 2025
💡 Spring Boot • ASP.NET • SQL • ETL Workflows

  • 📈 Conducted EDA on multi-regional sales data, increasing target efficiency by 15% and improving campaign insights across markets.
  • ⚡ Automated backend modules using ASP.NET and Spring Boot, optimizing ETL workflows and SQL queries to reduce reporting delays by 25%.

🚀 Projects


💼 Hacktoberfest 2025 Contributions


An image of @grumpytucker's Holopin badges, which is a link to view their full Holopin profile


🧰 Tech Stack


💻 Languages

ASP.NET C# C++ Java Python JavaScript SQL HTML5 CSS3 Kotlin Swift


⚙️ Frameworks & Web

.NET Spring Boot Spring Web Spring Batch React.js Angular JSP JSF Express.js Node.js Flask Django REST APIs JWT Bootstrap


🗄️ Databases

SQL Server Oracle PL/SQL CosmosDB MongoDB MySQL Redis


🧠 ML & AI Libraries

Scikit-learn TensorFlow PyTorch Keras XGBoost LightGBM Pandas NumPy Matplotlib Seaborn


🖼️ Deep Learning / Computer Vision & NLP

OpenCV dlib Face Recognition Transformers LangChain LLaMA RAG


☁️ Cloud & DevOps

Azure AWS EC2 Docker Firebase Vercel DevOps GitHub Actions Jenkins


🛠️ Tools

Git GitHub Postman Jupyter VS Code Android Studio


🌟 Others / Soft Skills

OOP Computer Networks Machine Learning Communication Leadership Analytics


🏅 Achievements

  • 🥇 Smart India Hackathon 2024 Finalist – Top 2.4% among 492,960+ entries
  • 🥈 Build With India 2025 Semi-Finalist – Top 5000 out of 25,000+
  • ☁️ Google Cloud Skills Boost 2023 – Completed foundational GCP labs
  • 🧠 Meta Hacker Cup – Ranked in Top 25% globally
  • 👨‍🎓 Ranked in Top 20% in class semester exams
  • 🧑‍💼 Training & Placement Coordinator (2025–2026)
  • 🚀 Team Lead – ISRO Hackathon 2025, Google AI Challenge 2025
  • 🧪 Participated in Flipkart, Adobe, Walmart Hackathons

🚀 GitHub Dashboard


🔗 Connect with Me

💡 Hover over each badge to see the platform name and click to visit my profile!


Unique Profile Visits


“Code to impact, build to empower.”

Pinned Loading

  1. AIVA-Mock-Interviewer AIVA-Mock-Interviewer Public

    Python 1

  2. Face_Recognition_ComputerVision Face_Recognition_ComputerVision Public

    Python 1

  3. Kshitij Kshitij Public

    Python 1

  4. NammaFood NammaFood Public

    My First Java Full Stack Project based on Foods and Services

    JavaScript 1

  5. Phishing_ML_Project Phishing_ML_Project Public

    Jupyter Notebook 1

  6. Trip-Planner Trip-Planner Public

    JavaScript 1